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使用创新型智能可穿戴技术进行糖尿病足的预防、评估和管理:一项系统综述

Diabetic foot prevention, assessment, and management using innovative smart wearable technology: a systematic review.

作者信息

Kosaji Doua, Awad Mohammad I, Katmah Rateb, Jelinek Herbert F, Domingues M Fatima, Baguneid Mohamed, Alanazi Abeer, Khalaf Kinda

机构信息

Biomedical Engineering and Biotechnology Department, Khalifa University, PO. Box 127788, Abu Dhabi, UAE.

Electrical, Computer and Biomedical Engineer Department, College of Engineering, Abu Dhabi University, P.O. Box: 59911, Abu Dhabi, UAE.

出版信息

J Neuroeng Rehabil. 2025 Jul 18;22(1):168. doi: 10.1186/s12984-025-01695-9.

DOI:10.1186/s12984-025-01695-9
PMID:40682082
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC12273060/
Abstract

The diabetic foot (DF) is a chief culprit behind significant preventable morbidity and mortality in type-2-diabetes patients and the leading cause of non-traumatic lower-extremity amputations. Despite the clinically well-understood pathways to ulceration, including neuropathy, ischemia, and infection, DF continues to impose a significant health and economic burden on patients and healthcare systems. Recent technological developments in sensing, smart miniaturized wearable technology, and artificial intelligence provide ample options for viable solutions. A continuous monitoring wearable system that alerts patients and healthcare providers could enhance current detection and management protocols. Quantification of both mechanical (plantar-pressure and shear-forces) and physiological/wound-associated parameters (temperature, humidity, vascular, microcirculation, and pH) underlying the pathophysiology of DF provides opportunities for improving the assessment of DF and treatment outcomes. This review bridges this knowledge gap by exploring the integration of current state-of-the-art sensing modalities and smart wearables with novel actuation technology for real-time management towards effective wound healing of the DF.

摘要

糖尿病足(DF)是2型糖尿病患者可预防的严重发病和死亡的主要原因,也是非创伤性下肢截肢的主要原因。尽管临床上对溃疡形成的途径,包括神经病变、缺血和感染,已有充分了解,但糖尿病足继续给患者和医疗系统带来重大的健康和经济负担。传感、智能小型可穿戴技术和人工智能方面的最新技术发展为可行的解决方案提供了丰富的选择。一种能向患者和医疗服务提供者发出警报的连续监测可穿戴系统可以改进当前的检测和管理方案。对糖尿病足病理生理学背后的机械参数(足底压力和剪切力)以及生理/伤口相关参数(温度、湿度、血管、微循环和pH值)进行量化,为改善糖尿病足的评估和治疗结果提供了机会。本综述通过探索将当前最先进的传感模式和智能可穿戴设备与新型驱动技术相结合,以实现对糖尿病足有效伤口愈合的实时管理,填补了这一知识空白。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7b8c/12273060/04a178bf27f3/12984_2025_1695_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7b8c/12273060/d3820a89a119/12984_2025_1695_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7b8c/12273060/07ff8ae8e21f/12984_2025_1695_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7b8c/12273060/68b039eb477b/12984_2025_1695_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7b8c/12273060/04a178bf27f3/12984_2025_1695_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7b8c/12273060/d3820a89a119/12984_2025_1695_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7b8c/12273060/07ff8ae8e21f/12984_2025_1695_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7b8c/12273060/68b039eb477b/12984_2025_1695_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7b8c/12273060/04a178bf27f3/12984_2025_1695_Fig4_HTML.jpg

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本文引用的文献

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Type 2 diabetes foot inflammation prevention reminder socks.2型糖尿病足部炎症预防提醒袜
Heliyon. 2024 Jun 13;10(12):e32867. doi: 10.1016/j.heliyon.2024.e32867. eCollection 2024 Jun 30.
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Retention of Improved Plantar Sensation in Patients with Type II Diabetes Mellitus and Sensory Peripheral Neuropathy after One Month of Vibrating Insole Therapy: A Pilot Study.振动鞋垫治疗一个月后,2 型糖尿病伴感觉周围神经病患者足底感觉改善的维持:一项初步研究。
Sensors (Basel). 2024 May 15;24(10):3131. doi: 10.3390/s24103131.
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A Multi-Faceted Digital Health Solution for Monitoring and Managing Diabetic Foot Ulcer Risk: A Case Series.
一种用于监测和管理糖尿病足溃疡风险的多方面数字健康解决方案:病例系列。
Sensors (Basel). 2024 Apr 23;24(9):2675. doi: 10.3390/s24092675.
4
In-shoe plantar pressure measurement technologies for the diabetic foot: A systematic review.糖尿病足的鞋内足底压力测量技术:一项系统评价。
Heliyon. 2024 Apr 15;10(9):e29672. doi: 10.1016/j.heliyon.2024.e29672. eCollection 2024 May 15.
5
The effects of vibrating shoe insoles on standing balance, walking, and ankle-foot muscle activity in adults with diabetic peripheral neuropathy.振动鞋垫对糖尿病周围神经病变成人站立平衡、行走和踝足肌肉活动的影响。
Gait Posture. 2024 Jun;111:8-13. doi: 10.1016/j.gaitpost.2024.04.008. Epub 2024 Apr 9.
6
Stepping Forward: A Scoping Systematic Literature Review on the Health Outcomes of Smart Sensor Technologies for Diabetic Foot Ulcers.向前迈进:智能传感器技术对糖尿病足溃疡的健康结果的系统文献范围综述。
Sensors (Basel). 2024 Mar 21;24(6):2009. doi: 10.3390/s24062009.
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Self-offloading therapeutic footwear using compliant snap-through arches.采用柔顺 snap-through 足弓的自卸载治疗性鞋类。
Wearable Technol. 2022 May 10;3:e7. doi: 10.1017/wtc.2022.2. eCollection 2022.
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Diabetic Foot Screening Guidelines and the Role of Artificial Intelligence: Time to Turn the Tide!糖尿病足筛查指南与人工智能的作用:扭转局面的时候到了!
Int J Low Extrem Wounds. 2024 Feb 22:15347346241234421. doi: 10.1177/15347346241234421.
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Artificial intelligence for automated detection of diabetic foot ulcers: A real-world proof-of-concept clinical evaluation.用于自动检测糖尿病足溃疡的人工智能:一项真实世界的概念验证临床评估。
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